CNN - Flower Power III

Bird's-foot Trefoil, Brown Knapweed, Buttercup(Creeping & Meadow), Chamomile, Common Dandelion, Common Poppy, Cornflower, Cow Parsley, Cuckooflower, Field Mouse-ear, Flatweed, Hare's-foot clover, Health Spotted Orchid, Hoary Alyssum, Lesser Spearwort, Marsh Lousewort, Marsh marigold, Meadow Thistle, Ox-eye Daisy, Perforate St John's-wort, Purple Loosestrife, Ragwort, Red Clover, Redstem Filaree, Southern Marsh Orchid, Tansy, Wild Carrot, White Clover, Yarrow, Yellow Loosestrife

The third option when training the 30 species of cropped flowers is to use a pre-trained model. Below, we have used the MobileNet V2 model (https://tfhub.dev/google/tf2-preview/mobilenet_v2/classification/3) and a feature vector which gives all layers except the last one (https://tfhub.dev/google/tf2-preview/mobilenet_v2/feature_vector/3).

1. Imports

3. Model

4. Evaluation